An introduction to chemoinformatics
Leach, Andrew R.
An introduction to chemoinformatics Andrew R Leach; Valerie J Gillet - Rev ed - New Delhi : Springer, 2007. - xv, 255 pages : ill.; 24 cm.
Representation And Manipulation Of 2D Molecular Structures --
Representation And Manipulation Of 3D Molecular Structures --
Molecular Descriptors --
Computational Models --
Similarity Methods --
Selecting Diverse Sets Of Compounds --
Analysis Of High-Throughput Screening Data --
Virtual Screening --
Combinatorial Chemistry And Library Design.
Chemoinformatics draws upon techniques from many disciplines including computer science, mathematics, computational chemistry and data visualisation to tackle these problems. This, the first text written specifically for this field, aims to provide an introduction to the major techniques of chemoinformatics. The first part of the book deals with the representation of 2D and 3D molecular structures, the calculation of molecular descriptors and the construction of mathematical models. The second part describes other important topics including molecular similarity and diversity, the analysis of large data sets, virtual screening, and library design. Simple illustrative examples are used throughout to illustrate key concepts, supplemented with case studies from the literature. The book is aimed at graduate students, final-year undergraduates, and professional scientists. No prior knowledge is assumed other than a familiarity with chemistry and some basic mathematical concepts.
9788184892550
Cheminformatics
Chemistry
Pharmacy
542.8 / LEA
An introduction to chemoinformatics Andrew R Leach; Valerie J Gillet - Rev ed - New Delhi : Springer, 2007. - xv, 255 pages : ill.; 24 cm.
Representation And Manipulation Of 2D Molecular Structures --
Representation And Manipulation Of 3D Molecular Structures --
Molecular Descriptors --
Computational Models --
Similarity Methods --
Selecting Diverse Sets Of Compounds --
Analysis Of High-Throughput Screening Data --
Virtual Screening --
Combinatorial Chemistry And Library Design.
Chemoinformatics draws upon techniques from many disciplines including computer science, mathematics, computational chemistry and data visualisation to tackle these problems. This, the first text written specifically for this field, aims to provide an introduction to the major techniques of chemoinformatics. The first part of the book deals with the representation of 2D and 3D molecular structures, the calculation of molecular descriptors and the construction of mathematical models. The second part describes other important topics including molecular similarity and diversity, the analysis of large data sets, virtual screening, and library design. Simple illustrative examples are used throughout to illustrate key concepts, supplemented with case studies from the literature. The book is aimed at graduate students, final-year undergraduates, and professional scientists. No prior knowledge is assumed other than a familiarity with chemistry and some basic mathematical concepts.
9788184892550
Cheminformatics
Chemistry
Pharmacy
542.8 / LEA